Knowledge-Free and Learning-Based Methods in Intelligent Game Playing

Name: Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
Brand: Springer, Berlin
SKU: 9783642116773
Price: 580.82 RON
Availability: InStock

Autor: Jacek Mandziuk

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Legare: Copertă tare

Editura: Springer, Berlin

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The book is focused on the developments and prospective challenging problems in the area of mind gam...

Informații despre carte

Autor

Jacek Mandziuk

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2010

Pagini

254

EAN

9783642116773

ISBN

3642116779

Enbook ID

01655445

Editura

Springer, Berlin

Greutate

1240

Dimensiuni

157 x 242 x 15

Descriere completă

The book is focused on the developments and prospective challenging problems in the area of mind game playing (i.e. playing games that require mental skills) using Computational Intelligence (CI) methods, mainly neural networks, genetic/evolutionary programming and reinforcement learning. The majority of discussed game playing ideas were selected based on their functional similarity to human game playing. These similarities include: learning from scratch, autonomous experience-based improvement and example-based learning. The above features determine the major distinction between CI and traditional AI methods relying mostly on using effective game tree search algorithms, carefully tuned hand-crafted evaluation functions or hardware-based brute-force methods.§On the other hand, it should be noted that the aim of this book is by no means to underestimate the achievements of traditional AI methods in game playing domain. On the contrary, the accomplishments of AI approaches are undisputable and speak for themselves. The goal is rather to express my belief that other alternative ways of developing mind game playing machines are possible and urgently needed.

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